fork: python
ref: v3.13.0b2
machine: linux-aarch64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.18x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.07x faster
Memory change: 1.24x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
381 ms
360 ms: 1.06x faster
chameleon
10.8 ms
9.18 ms: 1.18x faster
html5lib
86.5 ms
71.7 ms: 1.21x faster
tornado_http
178 ms
139 ms: 1.29x faster
Geometric mean
(ref)
1.14x faster
Benchmark hidden because not significant (1): docutils
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_none
950 ms
508 ms: 1.87x faster
async_tree_io
2.28 sec
1.25 sec: 1.83x faster
async_tree_memoization
1.13 sec
671 ms: 1.69x faster
async_tree_cpu_io_mixed
1.27 sec
818 ms: 1.56x faster
Geometric mean
(ref)
1.73x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
float
135 ms
88.7 ms: 1.52x faster
nbody
166 ms
116 ms: 1.43x faster
Geometric mean
(ref)
1.30x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_v8
32.2 ms
30.4 ms: 1.06x faster
regex_dna
257 ms
247 ms: 1.04x faster
regex_effbot
4.25 ms
4.86 ms: 1.14x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (1): regex_compile
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
pickle_pure_python
529 us
398 us: 1.33x faster
unpickle_pure_python
366 us
278 us: 1.32x faster
tomli_loads
3.36 sec
2.64 sec: 1.27x faster
json_dumps
16.7 ms
13.3 ms: 1.25x faster
xml_etree_process
99.5 ms
80.3 ms: 1.24x faster
xml_etree_parse
212 ms
188 ms: 1.12x faster
xml_etree_generate
123 ms
114 ms: 1.08x faster
unpickle_list
6.99 us
6.58 us: 1.06x faster
xml_etree_iterparse
156 ms
148 ms: 1.05x faster
pickle_list
5.24 us
5.30 us: 1.01x slower
json_loads
30.9 us
32.1 us: 1.04x slower
pickle_dict
35.1 us
37.6 us: 1.07x slower
pickle
12.5 us
13.5 us: 1.09x slower
unpickle
17.5 us
19.7 us: 1.13x slower
Geometric mean
(ref)
1.09x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup
11.2 ms
15.3 ms: 1.37x slower
python_startup_no_site
6.89 ms
10.9 ms: 1.58x slower
Geometric mean
(ref)
1.47x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
mako
18.9 ms
13.0 ms: 1.46x faster
django_template
53.3 ms
49.6 ms: 1.08x faster
genshi_xml
69.8 ms
83.4 ms: 1.19x slower
Geometric mean
(ref)
1.07x faster
Benchmark hidden because not significant (1): genshi_text
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
661 us
207 us: 3.20x faster
deltablue
8.94 ms
4.58 ms: 1.95x faster
async_tree_none
950 ms
508 ms: 1.87x faster
async_tree_io
2.28 sec
1.25 sec: 1.83x faster
raytrace
573 ms
321 ms: 1.78x faster
bench_mp_pool
14.5 ms
8.24 ms: 1.76x faster
generators
68.1 ms
39.6 ms: 1.72x faster
richards_super
107 ms
63.4 ms: 1.69x faster
async_tree_memoization
1.13 sec
671 ms: 1.69x faster
richards
91.7 ms
56.2 ms: 1.63x faster
logging_silent
222 ns
141 ns: 1.58x faster
async_tree_cpu_io_mixed
1.27 sec
818 ms: 1.56x faster
asyncio_tcp
944 ms
618 ms: 1.53x faster
sqlglot_parse
2.40 ms
1.58 ms: 1.52x faster
float
135 ms
88.7 ms: 1.52x faster
crypto_pyaes
134 ms
89.1 ms: 1.50x faster
go
264 ms
180 ms: 1.47x faster
asyncio_tcp_ssl
3.28 sec
2.25 sec: 1.46x faster
mako
18.9 ms
13.0 ms: 1.46x faster
scimark_monte_carlo
128 ms
89.0 ms: 1.44x faster
nbody
166 ms
116 ms: 1.43x faster
comprehensions
33.1 us
23.2 us: 1.43x faster
sqlglot_transpile
2.84 ms
2.00 ms: 1.42x faster
scimark_sor
246 ms
174 ms: 1.42x faster
chaos
121 ms
87.1 ms: 1.39x faster
logging_simple
9.78 us
7.31 us: 1.34x faster
pyflate
795 ms
596 ms: 1.33x faster
pickle_pure_python
529 us
398 us: 1.33x faster
logging_format
10.6 us
8.05 us: 1.32x faster
unpickle_pure_python
366 us
278 us: 1.32x faster
thrift
1.26 ms
965 us: 1.31x faster
coroutines
37.2 ms
28.8 ms: 1.29x faster
tornado_http
178 ms
139 ms: 1.29x faster
tomli_loads
3.36 sec
2.64 sec: 1.27x faster
json_dumps
16.7 ms
13.3 ms: 1.25x faster
pycparser
1.69 sec
1.35 sec: 1.25x faster
spectral_norm
186 ms
149 ms: 1.25x faster
scimark_lu
227 ms
183 ms: 1.24x faster
deepcopy_memo
61.7 us
49.7 us: 1.24x faster
xml_etree_process
99.5 ms
80.3 ms: 1.24x faster
hexiom
10.9 ms
8.89 ms: 1.23x faster
bench_thread_pool
1.59 ms
1.32 ms: 1.21x faster
html5lib
86.5 ms
71.7 ms: 1.21x faster
chameleon
10.8 ms
9.18 ms: 1.18x faster
fannkuch
546 ms
463 ms: 1.18x faster
pylint
485 ms
414 ms: 1.17x faster
dask
450 ms
393 ms: 1.14x faster
pathlib
26.3 ms
23.2 ms: 1.14x faster
xml_etree_parse
212 ms
188 ms: 1.12x faster
scimark_sparse_mat_mult
7.62 ms
6.94 ms: 1.10x faster
scimark_fft
500 ms
459 ms: 1.09x faster
sqlite_synth
4.12 us
3.78 us: 1.09x faster
aiohttp
1.39 ms
1.28 ms: 1.08x faster
sqlglot_optimize
75.4 ms
69.8 ms: 1.08x faster
sqlglot_normalize
156 ms
144 ms: 1.08x faster
xml_etree_generate
123 ms
114 ms: 1.08x faster
mdp
3.70 sec
3.44 sec: 1.08x faster
django_template
53.3 ms
49.6 ms: 1.08x faster
meteor_contest
126 ms
118 ms: 1.07x faster
gunicorn
1.45 ms
1.36 ms: 1.07x faster
unpickle_list
6.99 us
6.58 us: 1.06x faster
regex_v8
32.2 ms
30.4 ms: 1.06x faster
2to3
381 ms
360 ms: 1.06x faster
xml_etree_iterparse
156 ms
148 ms: 1.05x faster
regex_dna
257 ms
247 ms: 1.04x faster
sympy_integrate
26.5 ms
25.5 ms: 1.04x faster
dulwich_log
73.5 ms
71.0 ms: 1.03x faster
pprint_safe_repr
1.15 sec
1.11 sec: 1.03x faster
sympy_str
329 ms
321 ms: 1.02x faster
json
5.88 ms
5.74 ms: 1.02x faster
pprint_pformat
2.36 sec
2.31 sec: 1.02x faster
deepcopy
511 us
502 us: 1.02x faster
sympy_expand
543 ms
538 ms: 1.01x faster
sympy_sum
184 ms
183 ms: 1.01x faster
pickle_list
5.24 us
5.30 us: 1.01x slower
deepcopy_reduce
4.60 us
4.68 us: 1.02x slower
json_loads
30.9 us
32.1 us: 1.04x slower
create_gc_cycles
2.26 ms
2.38 ms: 1.05x slower
flaskblogging
4.83 ms
5.16 ms: 1.07x slower
pickle_dict
35.1 us
37.6 us: 1.07x slower
pickle
12.5 us
13.5 us: 1.09x slower
async_generators
452 ms
508 ms: 1.12x slower
unpickle
17.5 us
19.7 us: 1.13x slower
regex_effbot
4.25 ms
4.86 ms: 1.14x slower
coverage
83.6 ms
98.1 ms: 1.17x slower
genshi_xml
69.8 ms
83.4 ms: 1.19x slower
telco
8.49 ms
10.1 ms: 1.19x slower
gc_traversal
4.15 ms
5.08 ms: 1.22x slower
python_startup
11.2 ms
15.3 ms: 1.37x slower
python_startup_no_site
6.89 ms
10.9 ms: 1.58x slower
Geometric mean
(ref)
1.18x faster
Benchmark hidden because not significant (7): regex_compile, mypy2, nqueens, pidigits, docutils, asyncio_websockets, genshi_text
Ignored benchmarks (2) of results/bm-20220323-3.10.4-9d38120/bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120.json: sqlalchemy_declarative, sqlalchemy_imperative
Ignored benchmarks (5) of results/bm-20240605-3.13.0b2-3a83b17-JIT/bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg, bpe_tokeniser
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.10x
95% likely to have a speedup of 1.09x
99% likely to have a speedup of 1.07x